Learning symplectic model reduction based on an approximation theorem of symplectic embeddings

Liyi Feng, Yifa Tang, Yulin Xie +2

High-dimensional Hamiltonian systems play a central role in many scientific and engineering disciplines, with dynamics that evolve on symplectic manifolds. Although deep learning p…